Dataset statistics
| Number of variables | 46 |
|---|---|
| Number of observations | 12684 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 74 |
| Duplicate rows (%) | 0.6% |
| Total size in memory | 4.5 MiB |
| Average record size in memory | 368.0 B |
Variable types
| Categorical | 36 |
|---|---|
| Numeric | 10 |
| Dataset has 74 (0.6%) duplicate rows | Duplicates |
age_category_representative_numeric_encoding is highly overall correlated with age and 3 other fields | High correlation |
income_category_representative_numeric_encoding is highly overall correlated with occupation and 2 other fields | High correlation |
education_ordinal_integer_encoding is highly overall correlated with education and 1 other fields | High correlation |
income_ordinal_integer_encoding is highly overall correlated with occupation and 2 other fields | High correlation |
age_ordinal_integer_encoding is highly overall correlated with age and 3 other fields | High correlation |
Bar_venue_visit_frequency_yes_response_ordinal_integer_encoding is highly overall correlated with Bar and 6 other fields | High correlation |
CoffeeHouse_venue_visit_frequency_yes_response_ordinal_integer_encoding is highly overall correlated with CoffeeHouse and 5 other fields | High correlation |
CarryAway_venue_visit_frequency_yes_response_ordinal_integer_encoding is highly overall correlated with Bar and 5 other fields | High correlation |
RestaurantLessThan20_venue_visit_frequency_yes_response_ordinal_integer_encoding is highly overall correlated with CoffeeHouse and 9 other fields | High correlation |
Restaurant20To50_venue_visit_frequency_yes_response_ordinal_integer_encoding is highly overall correlated with Bar and 9 other fields | High correlation |
destination is highly overall correlated with passenger and 3 other fields | High correlation |
passenger is highly overall correlated with destination and 2 other fields | High correlation |
weather is highly overall correlated with temperature and 1 other fields | High correlation |
temperature is highly overall correlated with weather and 1 other fields | High correlation |
time is highly overall correlated with destination and 2 other fields | High correlation |
coupon_venue_type is highly overall correlated with coupon_venue_type_ordinal_integer_encoding | High correlation |
expiration is highly overall correlated with expiration_category_representative_numeric_encoding and 1 other fields | High correlation |
gender is highly overall correlated with gender_binary_encoding | High correlation |
age is highly overall correlated with has_children and 3 other fields | High correlation |
maritalStatus is highly overall correlated with occupation | High correlation |
has_children is highly overall correlated with passenger and 3 other fields | High correlation |
education is highly overall correlated with occupation and 1 other fields | High correlation |
income is highly overall correlated with occupation and 2 other fields | High correlation |
Bar is highly overall correlated with CarryAway and 6 other fields | High correlation |
CoffeeHouse is highly overall correlated with RestaurantLessThan20 and 5 other fields | High correlation |
CarryAway is highly overall correlated with Bar and 5 other fields | High correlation |
RestaurantLessThan20 is highly overall correlated with CoffeeHouse and 9 other fields | High correlation |
Restaurant20To50 is highly overall correlated with Bar and 9 other fields | High correlation |
direction_same_or_opposite is highly overall correlated with passenger | High correlation |
expiration_category_representative_numeric_encoding is highly overall correlated with expiration and 1 other fields | High correlation |
time_category_representative_numeric_encoding is highly overall correlated with destination and 2 other fields | High correlation |
gender_binary_encoding is highly overall correlated with gender | High correlation |
expiration_binary_encoding is highly overall correlated with expiration and 1 other fields | High correlation |
coupon_venue_type_ordinal_integer_encoding is highly overall correlated with coupon_venue_type | High correlation |
time_ordinal_integer_encoding is highly overall correlated with destination and 2 other fields | High correlation |
temperature_ordinal_integer_encoding is highly overall correlated with weather and 1 other fields | High correlation |
Bar_venue_visit_frequency_no_response_indicator is highly overall correlated with Bar and 4 other fields | High correlation |
CoffeeHouse_venue_visit_frequency_no_response_indicator is highly overall correlated with CoffeeHouse and 1 other fields | High correlation |
CarryAway_venue_visit_frequency_no_response_indicator is highly overall correlated with CarryAway and 3 other fields | High correlation |
RestaurantLessThan20_venue_visit_frequency_no_response_indicator is highly overall correlated with RestaurantLessThan20 and 4 other fields | High correlation |
Restaurant20To50_venue_visit_frequency_no_response_indicator is highly overall correlated with Bar and 7 other fields | High correlation |
occupation is highly overall correlated with age and 8 other fields | High correlation |
Bar_venue_visit_frequency_yes_response_ordinal_integer_encoding has 349 (2.8%) zeros | Zeros |
CoffeeHouse_venue_visit_frequency_yes_response_ordinal_integer_encoding has 1111 (8.8%) zeros | Zeros |
CarryAway_venue_visit_frequency_yes_response_ordinal_integer_encoding has 1594 (12.6%) zeros | Zeros |
RestaurantLessThan20_venue_visit_frequency_yes_response_ordinal_integer_encoding has 1285 (10.1%) zeros | Zeros |
Restaurant20To50_venue_visit_frequency_yes_response_ordinal_integer_encoding has 264 (2.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-12-03 07:39:35.637046 |
|---|---|
| Analysis finished | 2022-12-03 07:40:07.854599 |
| Duration | 32.22 seconds |
| Software version | pandas-profiling vv3.5.0 |
| Download configuration | config.json |
destination
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| No Urgent Place | |
|---|---|
| Home | |
| Work |
Length
| Max length | 15 |
|---|---|
| Median length | 4 |
| Mean length | 9.4488332 |
| Min length | 4 |
Characters and Unicode
| Total characters | 119849 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Home |
|---|---|
| 2nd row | Work |
| 3rd row | Home |
| 4th row | No Urgent Place |
| 5th row | No Urgent Place |
Common Values
| Value | Count | Frequency (%) |
| No Urgent Place | 6283 | |
| Home | 3237 | |
| Work | 3164 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 6283 | |
| urgent | 6283 | |
| place | 6283 | |
| home | 3237 | |
| work | 3164 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 15803 | |
| o | 12684 | |
| 12566 | 10.5% | |
| r | 9447 | 7.9% |
| N | 6283 | 5.2% |
| P | 6283 | 5.2% |
| c | 6283 | 5.2% |
| a | 6283 | 5.2% |
| l | 6283 | 5.2% |
| t | 6283 | 5.2% |
| Other values (7) | 31651 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 82033 | |
| Uppercase Letter | 25250 | 21.1% |
| Space Separator | 12566 | 10.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 15803 | |
| o | 12684 | |
| r | 9447 | |
| c | 6283 | 7.7% |
| a | 6283 | 7.7% |
| l | 6283 | 7.7% |
| t | 6283 | 7.7% |
| n | 6283 | 7.7% |
| g | 6283 | 7.7% |
| m | 3237 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 6283 | |
| P | 6283 | |
| U | 6283 | |
| H | 3237 | |
| W | 3164 |
Space Separator
| Value | Count | Frequency (%) |
| 12566 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 107283 | |
| Common | 12566 | 10.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 15803 | |
| o | 12684 | |
| r | 9447 | 8.8% |
| N | 6283 | 5.9% |
| P | 6283 | 5.9% |
| c | 6283 | 5.9% |
| a | 6283 | 5.9% |
| l | 6283 | 5.9% |
| t | 6283 | 5.9% |
| n | 6283 | 5.9% |
| Other values (6) | 25368 |
Common
| Value | Count | Frequency (%) |
| 12566 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 119849 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 15803 | |
| o | 12684 | |
| 12566 | 10.5% | |
| r | 9447 | 7.9% |
| N | 6283 | 5.2% |
| P | 6283 | 5.2% |
| c | 6283 | 5.2% |
| a | 6283 | 5.2% |
| l | 6283 | 5.2% |
| t | 6283 | 5.2% |
| Other values (7) | 31651 |
passenger
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Alone | |
|---|---|
| Friend(s) | |
| Partner | |
| Kid(s) |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 6.2888679 |
| Min length | 5 |
Characters and Unicode
| Total characters | 79768 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Alone |
|---|---|
| 2nd row | Alone |
| 3rd row | Alone |
| 4th row | Alone |
| 5th row | Alone |
Common Values
| Value | Count | Frequency (%) |
| Alone | 7305 | |
| Friend(s) | 3298 | |
| Partner | 1075 | 8.5% |
| Kid(s) | 1006 | 7.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| alone | 7305 | |
| friend(s | 3298 | |
| partner | 1075 | 8.5% |
| kid(s | 1006 | 7.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 11678 | |
| e | 11678 | |
| A | 7305 | |
| l | 7305 | |
| o | 7305 | |
| r | 5448 | |
| i | 4304 | 5.4% |
| d | 4304 | 5.4% |
| ( | 4304 | 5.4% |
| s | 4304 | 5.4% |
| Other values (6) | 11833 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 58476 | |
| Uppercase Letter | 12684 | 15.9% |
| Open Punctuation | 4304 | 5.4% |
| Close Punctuation | 4304 | 5.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 11678 | |
| e | 11678 | |
| l | 7305 | |
| o | 7305 | |
| r | 5448 | |
| i | 4304 | 7.4% |
| d | 4304 | 7.4% |
| s | 4304 | 7.4% |
| a | 1075 | 1.8% |
| t | 1075 | 1.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 7305 | |
| F | 3298 | |
| P | 1075 | 8.5% |
| K | 1006 | 7.9% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4304 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71160 | |
| Common | 8608 | 10.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 11678 | |
| e | 11678 | |
| A | 7305 | |
| l | 7305 | |
| o | 7305 | |
| r | 5448 | |
| i | 4304 | 6.0% |
| d | 4304 | 6.0% |
| s | 4304 | 6.0% |
| F | 3298 | 4.6% |
| Other values (4) | 4231 | 5.9% |
Common
| Value | Count | Frequency (%) |
| ( | 4304 | |
| ) | 4304 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 79768 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 11678 | |
| e | 11678 | |
| A | 7305 | |
| l | 7305 | |
| o | 7305 | |
| r | 5448 | |
| i | 4304 | 5.4% |
| d | 4304 | 5.4% |
| ( | 4304 | 5.4% |
| s | 4304 | 5.4% |
| Other values (6) | 11833 |
weather
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Sunny | |
|---|---|
| Snowy | |
| Rainy |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Characters and Unicode
| Total characters | 63420 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Sunny |
|---|---|
| 2nd row | Sunny |
| 3rd row | Sunny |
| 4th row | Sunny |
| 5th row | Sunny |
Common Values
| Value | Count | Frequency (%) |
| Sunny | 10069 | |
| Snowy | 1405 | 11.1% |
| Rainy | 1210 | 9.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| sunny | 10069 | |
| snowy | 1405 | 11.1% |
| rainy | 1210 | 9.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 22753 | |
| y | 12684 | |
| S | 11474 | |
| u | 10069 | |
| o | 1405 | 2.2% |
| w | 1405 | 2.2% |
| R | 1210 | 1.9% |
| a | 1210 | 1.9% |
| i | 1210 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 50736 | |
| Uppercase Letter | 12684 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 22753 | |
| y | 12684 | |
| u | 10069 | |
| o | 1405 | 2.8% |
| w | 1405 | 2.8% |
| a | 1210 | 2.4% |
| i | 1210 | 2.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 11474 | |
| R | 1210 | 9.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63420 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 22753 | |
| y | 12684 | |
| S | 11474 | |
| u | 10069 | |
| o | 1405 | 2.2% |
| w | 1405 | 2.2% |
| R | 1210 | 1.9% |
| a | 1210 | 1.9% |
| i | 1210 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63420 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 22753 | |
| y | 12684 | |
| S | 11474 | |
| u | 10069 | |
| o | 1405 | 2.2% |
| w | 1405 | 2.2% |
| R | 1210 | 1.9% |
| a | 1210 | 1.9% |
| i | 1210 | 1.9% |
temperature
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 80 | |
|---|---|
| 55 | |
| 30 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 25368 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 80 |
|---|---|
| 2nd row | 55 |
| 3rd row | 30 |
| 4th row | 80 |
| 5th row | 80 |
Common Values
| Value | Count | Frequency (%) |
| 80 | 6528 | |
| 55 | 3840 | |
| 30 | 2316 | 18.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 80 | 6528 | |
| 55 | 3840 | |
| 30 | 2316 | 18.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8844 | |
| 5 | 7680 | |
| 8 | 6528 | |
| 3 | 2316 | 9.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 25368 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8844 | |
| 5 | 7680 | |
| 8 | 6528 | |
| 3 | 2316 | 9.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 25368 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8844 | |
| 5 | 7680 | |
| 8 | 6528 | |
| 3 | 2316 | 9.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25368 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8844 | |
| 5 | 7680 | |
| 8 | 6528 | |
| 3 | 2316 | 9.1% |
time
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 6PM | |
|---|---|
| 7AM | |
| 10AM | |
| 2PM | |
| 10PM |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3375118 |
| Min length | 3 |
Characters and Unicode
| Total characters | 42333 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 6PM |
|---|---|
| 2nd row | 7AM |
| 3rd row | 6PM |
| 4th row | 10AM |
| 5th row | 2PM |
Common Values
| Value | Count | Frequency (%) |
| 6PM | 3230 | |
| 7AM | 3164 | |
| 10AM | 2275 | |
| 2PM | 2009 | |
| 10PM | 2006 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 6pm | 3230 | |
| 7am | 3164 | |
| 10am | 2275 | |
| 2pm | 2009 | |
| 10pm | 2006 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 12684 | |
| P | 7245 | |
| A | 5439 | |
| 1 | 4281 | 10.1% |
| 0 | 4281 | 10.1% |
| 6 | 3230 | 7.6% |
| 7 | 3164 | 7.5% |
| 2 | 2009 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 25368 | |
| Decimal Number | 16965 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4281 | |
| 0 | 4281 | |
| 6 | 3230 | |
| 7 | 3164 | |
| 2 | 2009 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 12684 | |
| P | 7245 | |
| A | 5439 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25368 | |
| Common | 16965 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4281 | |
| 0 | 4281 | |
| 6 | 3230 | |
| 7 | 3164 | |
| 2 | 2009 |
Latin
| Value | Count | Frequency (%) |
| M | 12684 | |
| P | 7245 | |
| A | 5439 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42333 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 12684 | |
| P | 7245 | |
| A | 5439 | |
| 1 | 4281 | 10.1% |
| 0 | 4281 | 10.1% |
| 6 | 3230 | 7.6% |
| 7 | 3164 | 7.5% |
| 2 | 2009 | 4.7% |
coupon_venue_type
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Coffee House | |
|---|---|
| Restaurant(<20) | |
| Carry out & Take away | |
| Bar | |
| Restaurant(20-50) |
Length
| Max length | 21 |
|---|---|
| Median length | 17 |
| Mean length | 13.513876 |
| Min length | 3 |
Characters and Unicode
| Total characters | 171410 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 9 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Carry out & Take away |
|---|---|
| 2nd row | Bar |
| 3rd row | Carry out & Take away |
| 4th row | Bar |
| 5th row | Restaurant(<20) |
Common Values
| Value | Count | Frequency (%) |
| Coffee House | 3996 | |
| Restaurant(<20) | 2786 | |
| Carry out & Take away | 2393 | |
| Bar | 2017 | |
| Restaurant(20-50) | 1492 | 11.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| coffee | 3996 | |
| house | 3996 | |
| restaurant(<20 | 2786 | |
| carry | 2393 | |
| out | 2393 | |
| 2393 | ||
| take | 2393 | |
| away | 2393 | |
| bar | 2017 | |
| restaurant(20-50 | 1492 | 5.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 20145 | 11.8% |
| e | 18659 | 10.9% |
| 13568 | 7.9% | |
| r | 11081 | 6.5% |
| t | 10949 | 6.4% |
| u | 10667 | 6.2% |
| o | 10385 | 6.1% |
| s | 8274 | 4.8% |
| f | 7992 | 4.7% |
| C | 6389 | 3.7% |
| Other values (16) | 53301 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 112002 | |
| Uppercase Letter | 19073 | 11.1% |
| Space Separator | 13568 | 7.9% |
| Decimal Number | 11540 | 6.7% |
| Close Punctuation | 4278 | 2.5% |
| Open Punctuation | 4278 | 2.5% |
| Math Symbol | 2786 | 1.6% |
| Other Punctuation | 2393 | 1.4% |
| Dash Punctuation | 1492 | 0.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 20145 | |
| e | 18659 | |
| r | 11081 | |
| t | 10949 | |
| u | 10667 | |
| o | 10385 | |
| s | 8274 | |
| f | 7992 | 7.1% |
| y | 4786 | 4.3% |
| n | 4278 | 3.8% |
| Other values (2) | 4786 | 4.3% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 6389 | |
| R | 4278 | |
| H | 3996 | |
| T | 2393 | 12.5% |
| B | 2017 | 10.6% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5770 | |
| 2 | 4278 | |
| 5 | 1492 | 12.9% |
Space Separator
| Value | Count | Frequency (%) |
| 13568 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4278 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4278 |
Math Symbol
| Value | Count | Frequency (%) |
| < | 2786 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 2393 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1492 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 131075 | |
| Common | 40335 | 23.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 20145 | |
| e | 18659 | |
| r | 11081 | |
| t | 10949 | |
| u | 10667 | |
| o | 10385 | |
| s | 8274 | 6.3% |
| f | 7992 | 6.1% |
| C | 6389 | 4.9% |
| y | 4786 | 3.7% |
| Other values (7) | 21748 |
Common
| Value | Count | Frequency (%) |
| 13568 | ||
| 0 | 5770 | |
| 2 | 4278 | 10.6% |
| ) | 4278 | 10.6% |
| ( | 4278 | 10.6% |
| < | 2786 | 6.9% |
| & | 2393 | 5.9% |
| - | 1492 | 3.7% |
| 5 | 1492 | 3.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 171410 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 20145 | 11.8% |
| e | 18659 | 10.9% |
| 13568 | 7.9% | |
| r | 11081 | 6.5% |
| t | 10949 | 6.4% |
| u | 10667 | 6.2% |
| o | 10385 | 6.1% |
| s | 8274 | 4.8% |
| f | 7992 | 4.7% |
| C | 6389 | 3.7% |
| Other values (16) | 53301 |
expiration
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1d | |
|---|---|
| 2h |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 25368 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2h |
|---|---|
| 2nd row | 1d |
| 3rd row | 1d |
| 4th row | 1d |
| 5th row | 2h |
Common Values
| Value | Count | Frequency (%) |
| 1d | 7091 | |
| 2h | 5593 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1d | 7091 | |
| 2h | 5593 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| d | 7091 | |
| 2 | 5593 | |
| h | 5593 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 | |
| Lowercase Letter | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 2 | 5593 |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 7091 | |
| h | 5593 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 | |
| Latin | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 2 | 5593 |
Latin
| Value | Count | Frequency (%) |
| d | 7091 | |
| h | 5593 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 25368 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| d | 7091 | |
| 2 | 5593 | |
| h | 5593 |
gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Female | |
|---|---|
| Male |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.0266477 |
| Min length | 4 |
Characters and Unicode
| Total characters | 63758 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 6511 | |
| Male | 6173 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 6511 | |
| male | 6173 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 19195 | |
| a | 12684 | |
| l | 12684 | |
| F | 6511 | 10.2% |
| m | 6511 | 10.2% |
| M | 6173 | 9.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 51074 | |
| Uppercase Letter | 12684 | 19.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 19195 | |
| a | 12684 | |
| l | 12684 | |
| m | 6511 | 12.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 6511 | |
| M | 6173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 63758 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 19195 | |
| a | 12684 | |
| l | 12684 | |
| F | 6511 | 10.2% |
| m | 6511 | 10.2% |
| M | 6173 | 9.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63758 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 19195 | |
| a | 12684 | |
| l | 12684 | |
| F | 6511 | 10.2% |
| m | 6511 | 10.2% |
| M | 6173 | 9.7% |
age
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 26-30 | |
|---|---|
| 21-25 | |
| 31-35 | |
| 36-40 | |
| <21 | |
| Other values (3) |
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 4.7057711 |
| Min length | 3 |
Characters and Unicode
| Total characters | 59688 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 21-25 |
|---|---|
| 2nd row | 46-49 |
| 3rd row | 26-30 |
| 4th row | 21-25 |
| 5th row | 31-35 |
Common Values
| Value | Count | Frequency (%) |
| 26-30 | 2653 | |
| 21-25 | 2559 | |
| 31-35 | 2039 | |
| 36-40 | 1788 | |
| <21 | 1319 | |
| 41-45 | 1093 | |
| 46-49 | 686 | 5.4% |
| 50+ | 547 | 4.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 26-30 | 2653 | |
| 21-25 | 2559 | |
| 31-35 | 2039 | |
| 36-40 | 1788 | |
| 21 | 1319 | |
| 41-45 | 1093 | |
| 46-49 | 686 | 5.4% |
| 50 | 547 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 10818 | |
| 2 | 9090 | |
| 3 | 8519 | |
| 1 | 7010 | |
| 5 | 6238 | |
| 4 | 5346 | |
| 6 | 5127 | |
| 0 | 4988 | |
| < | 1319 | 2.2% |
| 9 | 686 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 47004 | |
| Dash Punctuation | 10818 | 18.1% |
| Math Symbol | 1866 | 3.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 9090 | |
| 3 | 8519 | |
| 1 | 7010 | |
| 5 | 6238 | |
| 4 | 5346 | |
| 6 | 5127 | |
| 0 | 4988 | |
| 9 | 686 | 1.5% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 1319 | |
| + | 547 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10818 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 59688 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 10818 | |
| 2 | 9090 | |
| 3 | 8519 | |
| 1 | 7010 | |
| 5 | 6238 | |
| 4 | 5346 | |
| 6 | 5127 | |
| 0 | 4988 | |
| < | 1319 | 2.2% |
| 9 | 686 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 59688 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 10818 | |
| 2 | 9090 | |
| 3 | 8519 | |
| 1 | 7010 | |
| 5 | 6238 | |
| 4 | 5346 | |
| 6 | 5127 | |
| 0 | 4988 | |
| < | 1319 | 2.2% |
| 9 | 686 | 1.1% |
maritalStatus
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Married partner | |
|---|---|
| Single | |
| Unmarried partner | |
| Divorced | |
| Widowed | 130 |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 11.606118 |
| Min length | 6 |
Characters and Unicode
| Total characters | 147212 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Married partner |
| 3rd row | Single |
| 4th row | Unmarried partner |
| 5th row | Single |
Common Values
| Value | Count | Frequency (%) |
| Married partner | 5100 | |
| Single | 4752 | |
| Unmarried partner | 2186 | |
| Divorced | 516 | 4.1% |
| Widowed | 130 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| partner | 7286 | |
| married | 5100 | |
| single | 4752 | |
| unmarried | 2186 | 10.9% |
| divorced | 516 | 2.6% |
| widowed | 130 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 29660 | |
| e | 19970 | |
| a | 14572 | |
| n | 14224 | |
| i | 12684 | |
| d | 8062 | 5.5% |
| 7286 | 4.9% | |
| p | 7286 | 4.9% |
| t | 7286 | 4.9% |
| M | 5100 | 3.5% |
| Other values (11) | 21082 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 127242 | |
| Uppercase Letter | 12684 | 8.6% |
| Space Separator | 7286 | 4.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 29660 | |
| e | 19970 | |
| a | 14572 | |
| n | 14224 | |
| i | 12684 | |
| d | 8062 | 6.3% |
| p | 7286 | 5.7% |
| t | 7286 | 5.7% |
| l | 4752 | 3.7% |
| g | 4752 | 3.7% |
| Other values (5) | 3994 | 3.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5100 | |
| S | 4752 | |
| U | 2186 | |
| D | 516 | 4.1% |
| W | 130 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 7286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 139926 | |
| Common | 7286 | 4.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 29660 | |
| e | 19970 | |
| a | 14572 | |
| n | 14224 | |
| i | 12684 | |
| d | 8062 | 5.8% |
| p | 7286 | 5.2% |
| t | 7286 | 5.2% |
| M | 5100 | 3.6% |
| l | 4752 | 3.4% |
| Other values (10) | 16330 |
Common
| Value | Count | Frequency (%) |
| 7286 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 147212 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 29660 | |
| e | 19970 | |
| a | 14572 | |
| n | 14224 | |
| i | 12684 | |
| d | 8062 | 5.5% |
| 7286 | 4.9% | |
| p | 7286 | 4.9% |
| t | 7286 | 4.9% |
| M | 5100 | 3.5% |
| Other values (11) | 21082 |
has_children
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7431 | |
| 1 | 5253 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 7431 | |
| 1 | 5253 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7431 | |
| 1 | 5253 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7431 | |
| 1 | 5253 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7431 | |
| 1 | 5253 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7431 | |
| 1 | 5253 |
education
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Some college - no degree | |
|---|---|
| Bachelors degree | |
| Graduate degree (Masters or Doctorate) | |
| Associates degree | |
| High School Graduate |
Length
| Max length | 38 |
|---|---|
| Median length | 24 |
| Mean length | 22.332781 |
| Min length | 16 |
Characters and Unicode
| Total characters | 283269 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bachelors degree |
|---|---|
| 2nd row | Graduate degree (Masters or Doctorate) |
| 3rd row | Some college - no degree |
| 4th row | Graduate degree (Masters or Doctorate) |
| 5th row | Bachelors degree |
Common Values
| Value | Count | Frequency (%) |
| Some college - no degree | 4351 | |
| Bachelors degree | 4335 | |
| Graduate degree (Masters or Doctorate) | 1852 | |
| Associates degree | 1153 | 9.1% |
| High School Graduate | 905 | 7.1% |
| Some High School | 88 | 0.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| degree | 11691 | |
| some | 4439 | 9.9% |
| college | 4351 | 9.7% |
| 4351 | 9.7% | |
| no | 4351 | 9.7% |
| bachelors | 4335 | 9.6% |
| graduate | 2757 | 6.1% |
| masters | 1852 | 4.1% |
| or | 1852 | 4.1% |
| doctorate | 1852 | 4.1% |
| Other values (3) | 3139 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 60163 | |
| 32286 | ||
| o | 26171 | |
| r | 24339 | |
| g | 17035 | 6.0% |
| a | 14706 | 5.2% |
| d | 14448 | 5.1% |
| l | 14030 | 5.0% |
| c | 12684 | 4.5% |
| s | 11498 | 4.1% |
| Other values (16) | 55909 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 224554 | |
| Space Separator | 32286 | 11.4% |
| Uppercase Letter | 18374 | 6.5% |
| Dash Punctuation | 4351 | 1.5% |
| Open Punctuation | 1852 | 0.7% |
| Close Punctuation | 1852 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 60163 | |
| o | 26171 | |
| r | 24339 | |
| g | 17035 | 7.6% |
| a | 14706 | 6.5% |
| d | 14448 | 6.4% |
| l | 14030 | 6.2% |
| c | 12684 | 5.6% |
| s | 11498 | 5.1% |
| t | 9466 | 4.2% |
| Other values (5) | 20014 | 8.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5432 | |
| B | 4335 | |
| G | 2757 | |
| M | 1852 | 10.1% |
| D | 1852 | 10.1% |
| A | 1153 | 6.3% |
| H | 993 | 5.4% |
Space Separator
| Value | Count | Frequency (%) |
| 32286 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4351 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1852 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1852 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 242928 | |
| Common | 40341 | 14.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 60163 | |
| o | 26171 | |
| r | 24339 | |
| g | 17035 | 7.0% |
| a | 14706 | 6.1% |
| d | 14448 | 5.9% |
| l | 14030 | 5.8% |
| c | 12684 | 5.2% |
| s | 11498 | 4.7% |
| t | 9466 | 3.9% |
| Other values (12) | 38388 |
Common
| Value | Count | Frequency (%) |
| 32286 | ||
| - | 4351 | 10.8% |
| ( | 1852 | 4.6% |
| ) | 1852 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 283269 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 60163 | |
| 32286 | ||
| o | 26171 | |
| r | 24339 | |
| g | 17035 | 6.0% |
| a | 14706 | 5.2% |
| d | 14448 | 5.1% |
| l | 14030 | 5.0% |
| c | 12684 | 4.5% |
| s | 11498 | 4.1% |
| Other values (16) | 55909 |
occupation
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| Unemployed | |
|---|---|
| Student | |
| Computer & Mathematical | |
| Sales & Related | |
| Education&Training&Library | |
| Other values (20) |
Length
| Max length | 41 |
|---|---|
| Median length | 36 |
| Mean length | 18.81859 |
| Min length | 5 |
Characters and Unicode
| Total characters | 238695 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Student |
|---|---|
| 2nd row | Management |
| 3rd row | Sales & Related |
| 4th row | Education&Training&Library |
| 5th row | Production Occupations |
Common Values
| Value | Count | Frequency (%) |
| Unemployed | 1870 | |
| Student | 1584 | |
| Computer & Mathematical | 1408 | |
| Sales & Related | 1093 | |
| Education&Training&Library | 943 | 7.4% |
| Management | 838 | 6.6% |
| Office & Administrative Support | 639 | 5.0% |
| Arts Design Entertainment Sports & Media | 629 | 5.0% |
| Business & Financial | 544 | 4.3% |
| Retired | 495 | 3.9% |
| Other values (15) | 2641 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 6082 | ||
| unemployed | 1870 | 6.2% |
| student | 1584 | 5.3% |
| computer | 1408 | 4.7% |
| mathematical | 1408 | 4.7% |
| related | 1391 | 4.6% |
| sales | 1093 | 3.6% |
| education&training&library | 943 | 3.1% |
| support | 881 | 2.9% |
| management | 838 | 2.8% |
| Other values (45) | 12607 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 25178 | 10.5% |
| t | 20552 | 8.6% |
| a | 19380 | 8.1% |
| 17421 | 7.3% | |
| i | 17417 | 7.3% |
| n | 17336 | 7.3% |
| r | 13026 | 5.5% |
| o | 9537 | 4.0% |
| l | 8583 | 3.6% |
| d | 8047 | 3.4% |
| Other values (30) | 82218 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 187397 | |
| Uppercase Letter | 25909 | 10.9% |
| Space Separator | 17421 | 7.3% |
| Other Punctuation | 7968 | 3.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 25178 | |
| t | 20552 | |
| a | 19380 | |
| i | 17417 | |
| n | 17336 | |
| r | 13026 | 7.0% |
| o | 9537 | 5.1% |
| l | 8583 | 4.6% |
| d | 8047 | 4.3% |
| c | 7604 | 4.1% |
| Other values (11) | 40737 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 5657 | |
| M | 3488 | |
| C | 2022 | 7.8% |
| R | 2019 | 7.8% |
| E | 1901 | 7.3% |
| U | 1870 | 7.2% |
| A | 1443 | 5.6% |
| T | 1405 | 5.4% |
| L | 1332 | 5.1% |
| P | 1172 | 4.5% |
| Other values (7) | 3600 |
Space Separator
| Value | Count | Frequency (%) |
| 17421 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 7968 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 213306 | |
| Common | 25389 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 25178 | 11.8% |
| t | 20552 | 9.6% |
| a | 19380 | 9.1% |
| i | 17417 | 8.2% |
| n | 17336 | 8.1% |
| r | 13026 | 6.1% |
| o | 9537 | 4.5% |
| l | 8583 | 4.0% |
| d | 8047 | 3.8% |
| c | 7604 | 3.6% |
| Other values (28) | 66646 |
Common
| Value | Count | Frequency (%) |
| 17421 | ||
| & | 7968 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 238695 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 25178 | 10.5% |
| t | 20552 | 8.6% |
| a | 19380 | 8.1% |
| 17421 | 7.3% | |
| i | 17417 | 7.3% |
| n | 17336 | 7.3% |
| r | 13026 | 5.5% |
| o | 9537 | 4.0% |
| l | 8583 | 3.6% |
| d | 8047 | 3.4% |
| Other values (30) | 82218 |
income
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| $25000 - $37499 | |
|---|---|
| $12500 - $24999 | |
| $37500 - $49999 | |
| $100000 or More | |
| $50000 - $62499 | |
| Other values (4) |
Length
| Max length | 16 |
|---|---|
| Median length | 15 |
| Mean length | 15.082151 |
| Min length | 15 |
Characters and Unicode
| Total characters | 191302 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | $12500 - $24999 |
|---|---|
| 2nd row | $87500 - $99999 |
| 3rd row | $37500 - $49999 |
| 4th row | $37500 - $49999 |
| 5th row | $37500 - $49999 |
Common Values
| Value | Count | Frequency (%) |
| $25000 - $37499 | 2013 | |
| $12500 - $24999 | 1831 | |
| $37500 - $49999 | 1805 | |
| $100000 or More | 1736 | |
| $50000 - $62499 | 1659 | |
| Less than $12500 | 1042 | |
| $87500 - $99999 | 895 | |
| $75000 - $87499 | 857 | |
| $62500 - $74999 | 846 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 9906 | ||
| 12500 | 2873 | 7.6% |
| 25000 | 2013 | 5.3% |
| 37499 | 2013 | 5.3% |
| 24999 | 1831 | 4.8% |
| 37500 | 1805 | 4.7% |
| 49999 | 1805 | 4.7% |
| 100000 | 1736 | 4.6% |
| or | 1736 | 4.6% |
| more | 1736 | 4.6% |
| Other values (10) | 10598 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 36764 | |
| 9 | 28784 | |
| 25368 | ||
| $ | 22590 | |
| 5 | 10948 | 5.7% |
| - | 9906 | 5.2% |
| 2 | 9222 | 4.8% |
| 4 | 9011 | 4.7% |
| 7 | 7273 | 3.8% |
| 1 | 4609 | 2.4% |
| Other values (13) | 26827 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 114686 | |
| Space Separator | 25368 | 13.3% |
| Currency Symbol | 22590 | 11.8% |
| Lowercase Letter | 15974 | 8.4% |
| Dash Punctuation | 9906 | 5.2% |
| Uppercase Letter | 2778 | 1.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36764 | |
| 9 | 28784 | |
| 5 | 10948 | 9.5% |
| 2 | 9222 | 8.0% |
| 4 | 9011 | 7.9% |
| 7 | 7273 | 6.3% |
| 1 | 4609 | 4.0% |
| 3 | 3818 | 3.3% |
| 6 | 2505 | 2.2% |
| 8 | 1752 | 1.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 3472 | |
| o | 3472 | |
| e | 2778 | |
| s | 2084 | |
| t | 1042 | 6.5% |
| h | 1042 | 6.5% |
| a | 1042 | 6.5% |
| n | 1042 | 6.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 1736 | |
| L | 1042 |
Space Separator
| Value | Count | Frequency (%) |
| 25368 |
Currency Symbol
| Value | Count | Frequency (%) |
| $ | 22590 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 9906 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 172550 | |
| Latin | 18752 | 9.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 36764 | |
| 9 | 28784 | |
| 25368 | ||
| $ | 22590 | |
| 5 | 10948 | 6.3% |
| - | 9906 | 5.7% |
| 2 | 9222 | 5.3% |
| 4 | 9011 | 5.2% |
| 7 | 7273 | 4.2% |
| 1 | 4609 | 2.7% |
| Other values (3) | 8075 | 4.7% |
Latin
| Value | Count | Frequency (%) |
| r | 3472 | |
| o | 3472 | |
| e | 2778 | |
| s | 2084 | |
| M | 1736 | |
| L | 1042 | 5.6% |
| t | 1042 | 5.6% |
| h | 1042 | 5.6% |
| a | 1042 | 5.6% |
| n | 1042 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 191302 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 36764 | |
| 9 | 28784 | |
| 25368 | ||
| $ | 22590 | |
| 5 | 10948 | 5.7% |
| - | 9906 | 5.2% |
| 2 | 9222 | 4.8% |
| 4 | 9011 | 4.7% |
| 7 | 7273 | 3.8% |
| 1 | 4609 | 2.4% |
| Other values (13) | 26827 |
car
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| no response | |
|---|---|
| do not drive | 22 |
| Mazda5 | 22 |
| Scooter and motorcycle | 22 |
| crossover | 21 |
Length
| Max length | 40 |
|---|---|
| Median length | 11 |
| Mean length | 11.056843 |
| Min length | 6 |
Characters and Unicode
| Total characters | 140245 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no response |
|---|---|
| 2nd row | no response |
| 3rd row | no response |
| 4th row | no response |
| 5th row | no response |
Common Values
| Value | Count | Frequency (%) |
| no response | 12576 | |
| do not drive | 22 | 0.2% |
| Mazda5 | 22 | 0.2% |
| Scooter and motorcycle | 22 | 0.2% |
| crossover | 21 | 0.2% |
| Car that is too old to install Onstar :D | 21 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| no | 12576 | |
| response | 12576 | |
| do | 22 | 0.1% |
| not | 22 | 0.1% |
| drive | 22 | 0.1% |
| mazda5 | 22 | 0.1% |
| scooter | 22 | 0.1% |
| and | 22 | 0.1% |
| motorcycle | 22 | 0.1% |
| old | 21 | 0.1% |
| Other values (9) | 189 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 25410 | |
| s | 25257 | |
| e | 25239 | |
| n | 25238 | |
| 12832 | ||
| r | 12726 | |
| p | 12576 | |
| t | 192 | 0.1% |
| a | 150 | 0.1% |
| d | 109 | 0.1% |
| Other values (15) | 516 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 127263 | |
| Space Separator | 12832 | 9.1% |
| Uppercase Letter | 107 | 0.1% |
| Decimal Number | 22 | < 0.1% |
| Other Punctuation | 21 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 25410 | |
| s | 25257 | |
| e | 25239 | |
| n | 25238 | |
| r | 12726 | |
| p | 12576 | |
| t | 192 | 0.2% |
| a | 150 | 0.1% |
| d | 109 | 0.1% |
| c | 87 | 0.1% |
| Other values (7) | 279 | 0.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 22 | |
| S | 22 | |
| C | 21 | |
| O | 21 | |
| D | 21 |
Space Separator
| Value | Count | Frequency (%) |
| 12832 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 22 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 21 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 127370 | |
| Common | 12875 | 9.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 25410 | |
| s | 25257 | |
| e | 25239 | |
| n | 25238 | |
| r | 12726 | |
| p | 12576 | |
| t | 192 | 0.2% |
| a | 150 | 0.1% |
| d | 109 | 0.1% |
| c | 87 | 0.1% |
| Other values (12) | 386 | 0.3% |
Common
| Value | Count | Frequency (%) |
| 12832 | ||
| 5 | 22 | 0.2% |
| : | 21 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 140245 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 25410 | |
| s | 25257 | |
| e | 25239 | |
| n | 25238 | |
| 12832 | ||
| r | 12726 | |
| p | 12576 | |
| t | 192 | 0.1% |
| a | 150 | 0.1% |
| d | 109 | 0.1% |
| Other values (15) | 516 | 0.4% |
Bar
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1-3 | |
|---|---|
| never | |
| <1 | |
| >8 | |
| no response | 349 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 3.4893567 |
| Min length | 2 |
Characters and Unicode
| Total characters | 44259 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | never |
|---|---|
| 2nd row | never |
| 3rd row | <1 |
| 4th row | 1-3 |
| 5th row | never |
Common Values
| Value | Count | Frequency (%) |
| 1-3 | 5197 | |
| never | 3482 | |
| <1 | 2473 | |
| >8 | 1076 | 8.5% |
| no response | 349 | 2.8% |
| 4-8 | 107 | 0.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1-3 | 5197 | |
| never | 3482 | |
| 1 | 2473 | |
| 8 | 1076 | 8.3% |
| no | 349 | 2.7% |
| response | 349 | 2.7% |
| 4-8 | 107 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7670 | |
| e | 7662 | |
| - | 5304 | |
| 3 | 5197 | |
| n | 4180 | |
| r | 3831 | |
| v | 3482 | |
| < | 2473 | 5.6% |
| 8 | 1183 | 2.7% |
| > | 1076 | 2.4% |
| Other values (5) | 2201 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20900 | |
| Decimal Number | 14157 | |
| Dash Punctuation | 5304 | 12.0% |
| Math Symbol | 3549 | 8.0% |
| Space Separator | 349 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 7662 | |
| n | 4180 | |
| r | 3831 | |
| v | 3482 | |
| o | 698 | 3.3% |
| s | 698 | 3.3% |
| p | 349 | 1.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7670 | |
| 3 | 5197 | |
| 8 | 1183 | 8.4% |
| 4 | 107 | 0.8% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 2473 | |
| > | 1076 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5304 |
Space Separator
| Value | Count | Frequency (%) |
| 349 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 23359 | |
| Latin | 20900 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7670 | |
| - | 5304 | |
| 3 | 5197 | |
| < | 2473 | 10.6% |
| 8 | 1183 | 5.1% |
| > | 1076 | 4.6% |
| 349 | 1.5% | |
| 4 | 107 | 0.5% |
Latin
| Value | Count | Frequency (%) |
| e | 7662 | |
| n | 4180 | |
| r | 3831 | |
| v | 3482 | |
| o | 698 | 3.3% |
| s | 698 | 3.3% |
| p | 349 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 44259 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7670 | |
| e | 7662 | |
| - | 5304 | |
| 3 | 5197 | |
| n | 4180 | |
| r | 3831 | |
| v | 3482 | |
| < | 2473 | 5.6% |
| 8 | 1183 | 2.7% |
| > | 1076 | 2.4% |
| Other values (5) | 2201 | 5.0% |
CoffeeHouse
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| never | |
|---|---|
| <1 | |
| 1-3 | |
| >8 | |
| no response |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 3.8395617 |
| Min length | 2 |
Characters and Unicode
| Total characters | 48701 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no response |
|---|---|
| 2nd row | <1 |
| 3rd row | no response |
| 4th row | <1 |
| 5th row | never |
Common Values
| Value | Count | Frequency (%) |
| never | 3385 | |
| <1 | 3225 | |
| 1-3 | 2962 | |
| >8 | 1784 | |
| no response | 1111 | 8.8% |
| 4-8 | 217 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| never | 3385 | |
| 1 | 3225 | |
| 1-3 | 2962 | |
| 8 | 1784 | |
| no | 1111 | 8.1% |
| response | 1111 | 8.1% |
| 4-8 | 217 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8992 | |
| 1 | 6187 | |
| n | 5607 | |
| r | 4496 | |
| v | 3385 | 7.0% |
| < | 3225 | 6.6% |
| - | 3179 | 6.5% |
| 3 | 2962 | 6.1% |
| o | 2222 | 4.6% |
| s | 2222 | 4.6% |
| Other values (5) | 6224 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 28035 | |
| Decimal Number | 11367 | |
| Math Symbol | 5009 | 10.3% |
| Dash Punctuation | 3179 | 6.5% |
| Space Separator | 1111 | 2.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8992 | |
| n | 5607 | |
| r | 4496 | |
| v | 3385 | 12.1% |
| o | 2222 | 7.9% |
| s | 2222 | 7.9% |
| p | 1111 | 4.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 6187 | |
| 3 | 2962 | |
| 8 | 2001 | 17.6% |
| 4 | 217 | 1.9% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 3225 | |
| > | 1784 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3179 |
Space Separator
| Value | Count | Frequency (%) |
| 1111 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 28035 | |
| Common | 20666 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 6187 | |
| < | 3225 | |
| - | 3179 | |
| 3 | 2962 | |
| 8 | 2001 | 9.7% |
| > | 1784 | 8.6% |
| 1111 | 5.4% | |
| 4 | 217 | 1.1% |
Latin
| Value | Count | Frequency (%) |
| e | 8992 | |
| n | 5607 | |
| r | 4496 | |
| v | 3385 | 12.1% |
| o | 2222 | 7.9% |
| s | 2222 | 7.9% |
| p | 1111 | 4.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48701 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8992 | |
| 1 | 6187 | |
| n | 5607 | |
| r | 4496 | |
| v | 3385 | 7.0% |
| < | 3225 | 6.6% |
| - | 3179 | 6.5% |
| 3 | 2962 | 6.1% |
| o | 2222 | 4.6% |
| s | 2222 | 4.6% |
| Other values (5) | 6224 |
CarryAway
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| <1 | |
|---|---|
| >8 | |
| never | |
| no response | |
| 1-3 | 153 |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.5939767 |
| Min length | 2 |
Characters and Unicode
| Total characters | 45586 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no response |
|---|---|
| 2nd row | <1 |
| 3rd row | >8 |
| 4th row | <1 |
| 5th row | >8 |
Common Values
| Value | Count | Frequency (%) |
| <1 | 4672 | |
| >8 | 4258 | |
| never | 1856 | 14.6% |
| no response | 1594 | 12.6% |
| 1-3 | 153 | 1.2% |
| 4-8 | 151 | 1.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4672 | |
| 8 | 4258 | |
| never | 1856 | 13.0% |
| no | 1594 | 11.2% |
| response | 1594 | 11.2% |
| 1-3 | 153 | 1.1% |
| 4-8 | 151 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6900 | |
| n | 5044 | |
| 1 | 4825 | |
| < | 4672 | |
| 8 | 4409 | |
| > | 4258 | |
| r | 3450 | |
| o | 3188 | |
| s | 3188 | |
| v | 1856 | 4.1% |
| Other values (5) | 3796 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 25220 | |
| Decimal Number | 9538 | 20.9% |
| Math Symbol | 8930 | 19.6% |
| Space Separator | 1594 | 3.5% |
| Dash Punctuation | 304 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6900 | |
| n | 5044 | |
| r | 3450 | |
| o | 3188 | |
| s | 3188 | |
| v | 1856 | 7.4% |
| p | 1594 | 6.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4825 | |
| 8 | 4409 | |
| 3 | 153 | 1.6% |
| 4 | 151 | 1.6% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 4672 | |
| > | 4258 |
Space Separator
| Value | Count | Frequency (%) |
| 1594 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 304 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 25220 | |
| Common | 20366 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4825 | |
| < | 4672 | |
| 8 | 4409 | |
| > | 4258 | |
| 1594 | 7.8% | |
| - | 304 | 1.5% |
| 3 | 153 | 0.8% |
| 4 | 151 | 0.7% |
Latin
| Value | Count | Frequency (%) |
| e | 6900 | |
| n | 5044 | |
| r | 3450 | |
| o | 3188 | |
| s | 3188 | |
| v | 1856 | 7.4% |
| p | 1594 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45586 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6900 | |
| n | 5044 | |
| 1 | 4825 | |
| < | 4672 | |
| 8 | 4409 | |
| > | 4258 | |
| r | 3450 | |
| o | 3188 | |
| s | 3188 | |
| v | 1856 | 4.1% |
| Other values (5) | 3796 |
RestaurantLessThan20
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| <1 | |
|---|---|
| >8 | |
| never | |
| no response | |
| 1-3 | 220 |
Length
| Max length | 11 |
|---|---|
| Median length | 2 |
| Mean length | 3.4344056 |
| Min length | 2 |
Characters and Unicode
| Total characters | 43562 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | no response |
|---|---|
| 2nd row | never |
| 3rd row | <1 |
| 4th row | <1 |
| 5th row | 4-8 |
Common Values
| Value | Count | Frequency (%) |
| <1 | 5376 | |
| >8 | 3580 | |
| never | 2093 | 16.5% |
| no response | 1285 | 10.1% |
| 1-3 | 220 | 1.7% |
| 4-8 | 130 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 5376 | |
| 8 | 3580 | |
| never | 2093 | 15.0% |
| no | 1285 | 9.2% |
| response | 1285 | 9.2% |
| 1-3 | 220 | 1.6% |
| 4-8 | 130 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6756 | |
| 1 | 5596 | |
| < | 5376 | |
| n | 4663 | |
| 8 | 3710 | |
| > | 3580 | |
| r | 3378 | |
| o | 2570 | 5.9% |
| s | 2570 | 5.9% |
| v | 2093 | 4.8% |
| Other values (5) | 3270 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23315 | |
| Decimal Number | 9656 | |
| Math Symbol | 8956 | 20.6% |
| Space Separator | 1285 | 2.9% |
| Dash Punctuation | 350 | 0.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6756 | |
| n | 4663 | |
| r | 3378 | |
| o | 2570 | 11.0% |
| s | 2570 | 11.0% |
| v | 2093 | 9.0% |
| p | 1285 | 5.5% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5596 | |
| 8 | 3710 | |
| 3 | 220 | 2.3% |
| 4 | 130 | 1.3% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 5376 | |
| > | 3580 |
Space Separator
| Value | Count | Frequency (%) |
| 1285 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 350 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23315 | |
| Common | 20247 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5596 | |
| < | 5376 | |
| 8 | 3710 | |
| > | 3580 | |
| 1285 | 6.3% | |
| - | 350 | 1.7% |
| 3 | 220 | 1.1% |
| 4 | 130 | 0.6% |
Latin
| Value | Count | Frequency (%) |
| e | 6756 | |
| n | 4663 | |
| r | 3378 | |
| o | 2570 | 11.0% |
| s | 2570 | 11.0% |
| v | 2093 | 9.0% |
| p | 1285 | 5.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 43562 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6756 | |
| 1 | 5596 | |
| < | 5376 | |
| n | 4663 | |
| 8 | 3710 | |
| > | 3580 | |
| r | 3378 | |
| o | 2570 | 5.9% |
| s | 2570 | 5.9% |
| v | 2093 | 4.8% |
| Other values (5) | 3270 |
Restaurant20To50
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| never | |
|---|---|
| <1 | |
| 1-3 | |
| >8 | |
| no response | 264 |
Length
| Max length | 11 |
|---|---|
| Median length | 5 |
| Mean length | 3.807947 |
| Min length | 2 |
Characters and Unicode
| Total characters | 48300 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | never |
|---|---|
| 2nd row | <1 |
| 3rd row | never |
| 4th row | never |
| 5th row | never |
Common Values
| Value | Count | Frequency (%) |
| never | 6077 | |
| <1 | 3290 | |
| 1-3 | 2136 | 16.8% |
| >8 | 728 | 5.7% |
| no response | 264 | 2.1% |
| 4-8 | 189 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| never | 6077 | |
| 1 | 3290 | |
| 1-3 | 2136 | 16.5% |
| 8 | 728 | 5.6% |
| no | 264 | 2.0% |
| response | 264 | 2.0% |
| 4-8 | 189 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 12682 | |
| n | 6605 | |
| r | 6341 | |
| v | 6077 | |
| 1 | 5426 | |
| < | 3290 | 6.8% |
| - | 2325 | 4.8% |
| 3 | 2136 | 4.4% |
| 8 | 917 | 1.9% |
| > | 728 | 1.5% |
| Other values (5) | 1773 | 3.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 33025 | |
| Decimal Number | 8668 | 17.9% |
| Math Symbol | 4018 | 8.3% |
| Dash Punctuation | 2325 | 4.8% |
| Space Separator | 264 | 0.5% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 12682 | |
| n | 6605 | |
| r | 6341 | |
| v | 6077 | |
| o | 528 | 1.6% |
| s | 528 | 1.6% |
| p | 264 | 0.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 5426 | |
| 3 | 2136 | 24.6% |
| 8 | 917 | 10.6% |
| 4 | 189 | 2.2% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 3290 | |
| > | 728 | 18.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2325 |
Space Separator
| Value | Count | Frequency (%) |
| 264 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 33025 | |
| Common | 15275 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 5426 | |
| < | 3290 | |
| - | 2325 | |
| 3 | 2136 | 14.0% |
| 8 | 917 | 6.0% |
| > | 728 | 4.8% |
| 264 | 1.7% | |
| 4 | 189 | 1.2% |
Latin
| Value | Count | Frequency (%) |
| e | 12682 | |
| n | 6605 | |
| r | 6341 | |
| v | 6077 | |
| o | 528 | 1.6% |
| s | 528 | 1.6% |
| p | 264 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 48300 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 12682 | |
| n | 6605 | |
| r | 6341 | |
| v | 6077 | |
| 1 | 5426 | |
| < | 3290 | 6.8% |
| - | 2325 | 4.8% |
| 3 | 2136 | 4.4% |
| 8 | 917 | 1.9% |
| > | 728 | 1.5% |
| Other values (5) | 1773 | 3.7% |
toCoupon_GEQ15min
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7122 | |
| 0 | 5562 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7122 | |
| 0 | 5562 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7122 | |
| 0 | 5562 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7122 | |
| 0 | 5562 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7122 | |
| 0 | 5562 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7122 | |
| 0 | 5562 |
toCoupon_GEQ25min
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11173 | |
| 1 | 1511 | 11.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11173 | |
| 1 | 1511 | 11.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11173 | |
| 1 | 1511 | 11.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11173 | |
| 1 | 1511 | 11.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11173 | |
| 1 | 1511 | 11.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11173 | |
| 1 | 1511 | 11.9% |
direction_same_or_opposite
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 9960 | |
| 0 | 2724 | 21.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 9960 | |
| 0 | 2724 | 21.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 9960 | |
| 0 | 2724 | 21.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9960 | |
| 0 | 2724 | 21.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 9960 | |
| 0 | 2724 | 21.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 9960 | |
| 0 | 2724 | 21.5% |
Y
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7210 | |
| 0 | 5474 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7210 | |
| 0 | 5474 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7210 | |
| 0 | 5474 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7210 | |
| 0 | 5474 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7210 | |
| 0 | 5474 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7210 | |
| 0 | 5474 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 24 | |
|---|---|
| 2 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.5590508 |
| Min length | 1 |
Characters and Unicode
| Total characters | 19775 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 24 |
| 3rd row | 24 |
| 4th row | 24 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 24 | 7091 | |
| 2 | 5593 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 24 | 7091 | |
| 2 | 5593 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 12684 | |
| 4 | 7091 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 19775 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 12684 | |
| 4 | 7091 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 19775 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 12684 | |
| 4 | 7091 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19775 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 12684 | |
| 4 | 7091 |
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 18 | |
|---|---|
| 7 | |
| 10 | |
| 14 | |
| 22 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.7505519 |
| Min length | 1 |
Characters and Unicode
| Total characters | 22204 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 18 |
|---|---|
| 2nd row | 7 |
| 3rd row | 18 |
| 4th row | 10 |
| 5th row | 14 |
Common Values
| Value | Count | Frequency (%) |
| 18 | 3230 | |
| 7 | 3164 | |
| 10 | 2275 | |
| 14 | 2009 | |
| 22 | 2006 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 18 | 3230 | |
| 7 | 3164 | |
| 10 | 2275 | |
| 14 | 2009 | |
| 22 | 2006 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7514 | |
| 2 | 4012 | |
| 8 | 3230 | |
| 7 | 3164 | |
| 0 | 2275 | 10.2% |
| 4 | 2009 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 22204 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7514 | |
| 2 | 4012 | |
| 8 | 3230 | |
| 7 | 3164 | |
| 0 | 2275 | 10.2% |
| 4 | 2009 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 22204 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7514 | |
| 2 | 4012 | |
| 8 | 3230 | |
| 7 | 3164 | |
| 0 | 2275 | 10.2% |
| 4 | 2009 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22204 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7514 | |
| 2 | 4012 | |
| 8 | 3230 | |
| 7 | 3164 | |
| 0 | 2275 | 10.2% |
| 4 | 2009 | 9.0% |
age_category_representative_numeric_encoding
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.746531 |
| Minimum | 18 |
|---|---|
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 23 |
| median | 28 |
| Q3 | 38 |
| 95-th percentile | 48 |
| Maximum | 56 |
| Range | 38 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 9.7139734 |
|---|---|
| Coefficient of variation (CV) | 0.30598535 |
| Kurtosis | -0.16564168 |
| Mean | 31.746531 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.64267205 |
| Sum | 402673 |
| Variance | 94.361279 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 28 | 2653 | |
| 23 | 2559 | |
| 33 | 2039 | |
| 38 | 1788 | |
| 18 | 1319 | |
| 43 | 1093 | |
| 48 | 686 | 5.4% |
| 56 | 547 | 4.3% |
| Value | Count | Frequency (%) |
| 18 | 1319 | |
| 23 | 2559 | |
| 28 | 2653 | |
| 33 | 2039 | |
| 38 | 1788 | |
| 43 | 1093 | |
| 48 | 686 | 5.4% |
| 56 | 547 | 4.3% |
| Value | Count | Frequency (%) |
| 56 | 547 | 4.3% |
| 48 | 686 | 5.4% |
| 43 | 1093 | |
| 38 | 1788 | |
| 33 | 2039 | |
| 28 | 2653 | |
| 23 | 2559 | |
| 18 | 1319 |
income_category_representative_numeric_encoding
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58982.383 |
| Minimum | 6250 |
|---|---|
| Maximum | 150000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 6250 |
|---|---|
| 5-th percentile | 6250 |
| Q1 | 31249.5 |
| median | 43749.5 |
| Q3 | 81249.5 |
| 95-th percentile | 150000 |
| Maximum | 150000 |
| Range | 143750 |
| Interquartile range (IQR) | 50000 |
Descriptive statistics
| Standard deviation | 43327.639 |
|---|---|
| Coefficient of variation (CV) | 0.73458611 |
| Kurtosis | 0.01671023 |
| Mean | 58982.383 |
| Median Absolute Deviation (MAD) | 25000 |
| Skewness | 1.0038639 |
| Sum | 7.4813255 × 108 |
| Variance | 1.8772843 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 31249.5 | 2013 | |
| 18749.5 | 1831 | |
| 43749.5 | 1805 | |
| 150000 | 1736 | |
| 56249.5 | 1659 | |
| 6250 | 1042 | |
| 93749.5 | 895 | |
| 81249.5 | 857 | |
| 68749.5 | 846 |
| Value | Count | Frequency (%) |
| 6250 | 1042 | |
| 18749.5 | 1831 | |
| 31249.5 | 2013 | |
| 43749.5 | 1805 | |
| 56249.5 | 1659 | |
| 68749.5 | 846 | |
| 81249.5 | 857 | |
| 93749.5 | 895 | |
| 150000 | 1736 |
| Value | Count | Frequency (%) |
| 150000 | 1736 | |
| 93749.5 | 895 | |
| 81249.5 | 857 | |
| 68749.5 | 846 | |
| 56249.5 | 1659 | |
| 43749.5 | 1805 | |
| 31249.5 | 2013 | |
| 18749.5 | 1831 | |
| 6250 | 1042 |
gender_binary_encoding
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 6173 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 6173 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 6173 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 6173 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 6173 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 6173 |
expiration_binary_encoding
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 0 | 5593 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 0 | 5593 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 0 | 5593 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 0 | 5593 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 0 | 5593 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7091 | |
| 0 | 5593 |
coupon_venue_type_ordinal_integer_encoding
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 1 | |
|---|---|
| 4 | |
| 3 | |
| 2 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 4 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3996 | |
| 4 | 2786 | |
| 3 | 2393 | |
| 2 | 2017 | |
| 5 | 1492 | 11.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3996 | |
| 4 | 2786 | |
| 3 | 2393 | |
| 2 | 2017 | |
| 5 | 1492 | 11.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3996 | |
| 4 | 2786 | |
| 3 | 2393 | |
| 2 | 2017 | |
| 5 | 1492 | 11.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3996 | |
| 4 | 2786 | |
| 3 | 2393 | |
| 2 | 2017 | |
| 5 | 1492 | 11.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3996 | |
| 4 | 2786 | |
| 3 | 2393 | |
| 2 | 2017 | |
| 5 | 1492 | 11.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3996 | |
| 4 | 2786 | |
| 3 | 2393 | |
| 2 | 2017 | |
| 5 | 1492 | 11.8% |
education_ordinal_integer_encoding
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1272469 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2651549 |
|---|---|
| Coefficient of variation (CV) | 0.30653724 |
| Kurtosis | -1.1758028 |
| Mean | 4.1272469 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.10092568 |
| Sum | 52350 |
| Variance | 1.6006168 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 4351 | |
| 5 | 4335 | |
| 6 | 1852 | |
| 4 | 1153 | 9.1% |
| 2 | 905 | 7.1% |
| 1 | 88 | 0.7% |
| Value | Count | Frequency (%) |
| 1 | 88 | 0.7% |
| 2 | 905 | 7.1% |
| 3 | 4351 | |
| 4 | 1153 | 9.1% |
| 5 | 4335 | |
| 6 | 1852 |
| Value | Count | Frequency (%) |
| 6 | 1852 | |
| 5 | 4335 | |
| 4 | 1153 | 9.1% |
| 3 | 4351 | |
| 2 | 905 | 7.1% |
| 1 | 88 | 0.7% |
income_ordinal_integer_encoding
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7395932 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5466224 |
|---|---|
| Coefficient of variation (CV) | 0.53730822 |
| Kurtosis | -1.0811082 |
| Mean | 4.7395932 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.35055729 |
| Sum | 60117 |
| Variance | 6.4852855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 3 | 2013 | |
| 2 | 1831 | |
| 4 | 1805 | |
| 9 | 1736 | |
| 5 | 1659 | |
| 1 | 1042 | |
| 8 | 895 | |
| 7 | 857 | |
| 6 | 846 |
| Value | Count | Frequency (%) |
| 1 | 1042 | |
| 2 | 1831 | |
| 3 | 2013 | |
| 4 | 1805 | |
| 5 | 1659 | |
| 6 | 846 | |
| 7 | 857 | |
| 8 | 895 | |
| 9 | 1736 |
| Value | Count | Frequency (%) |
| 9 | 1736 | |
| 8 | 895 | |
| 7 | 857 | |
| 6 | 846 | |
| 5 | 1659 | |
| 4 | 1805 | |
| 3 | 2013 | |
| 2 | 1831 | |
| 1 | 1042 |
age_ordinal_integer_encoding
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7234311 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.8810273 |
|---|---|
| Coefficient of variation (CV) | 0.50518653 |
| Kurtosis | -0.53064156 |
| Mean | 3.7234311 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.50742228 |
| Sum | 47228 |
| Variance | 3.5382635 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 3 | 2653 | |
| 2 | 2559 | |
| 4 | 2039 | |
| 5 | 1788 | |
| 1 | 1319 | |
| 6 | 1093 | |
| 7 | 686 | 5.4% |
| 8 | 547 | 4.3% |
| Value | Count | Frequency (%) |
| 1 | 1319 | |
| 2 | 2559 | |
| 3 | 2653 | |
| 4 | 2039 | |
| 5 | 1788 | |
| 6 | 1093 | |
| 7 | 686 | 5.4% |
| 8 | 547 | 4.3% |
| Value | Count | Frequency (%) |
| 8 | 547 | 4.3% |
| 7 | 686 | 5.4% |
| 6 | 1093 | |
| 5 | 1788 | |
| 4 | 2039 | |
| 3 | 2653 | |
| 2 | 2559 | |
| 1 | 1319 |
time_ordinal_integer_encoding
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 4 | |
|---|---|
| 1 | |
| 2 | |
| 3 | |
| 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4 |
|---|---|
| 2nd row | 1 |
| 3rd row | 4 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 3230 | |
| 1 | 3164 | |
| 2 | 2275 | |
| 3 | 2009 | |
| 5 | 2006 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 3230 | |
| 1 | 3164 | |
| 2 | 2275 | |
| 3 | 2009 | |
| 5 | 2006 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 3230 | |
| 1 | 3164 | |
| 2 | 2275 | |
| 3 | 2009 | |
| 5 | 2006 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 3230 | |
| 1 | 3164 | |
| 2 | 2275 | |
| 3 | 2009 | |
| 5 | 2006 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 3230 | |
| 1 | 3164 | |
| 2 | 2275 | |
| 3 | 2009 | |
| 5 | 2006 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 3230 | |
| 1 | 3164 | |
| 2 | 2275 | |
| 3 | 2009 | |
| 5 | 2006 |
temperature_ordinal_integer_encoding
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 3 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 6528 | |
| 2 | 3840 | |
| 1 | 2316 | 18.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 6528 | |
| 2 | 3840 | |
| 1 | 2316 | 18.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 6528 | |
| 2 | 3840 | |
| 1 | 2316 | 18.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 6528 | |
| 2 | 3840 | |
| 1 | 2316 | 18.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 6528 | |
| 2 | 3840 | |
| 1 | 2316 | 18.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 6528 | |
| 2 | 3840 | |
| 1 | 2316 | 18.3% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3515453 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 349 |
| Zeros (%) | 2.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.211637 |
|---|---|
| Coefficient of variation (CV) | 0.51525142 |
| Kurtosis | -0.18327323 |
| Mean | 2.3515453 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.38318011 |
| Sum | 29827 |
| Variance | 1.4680643 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 3 | 5197 | |
| 1 | 3482 | |
| 2 | 2473 | |
| 5 | 1076 | 8.5% |
| 0 | 349 | 2.8% |
| 4 | 107 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 349 | 2.8% |
| 1 | 3482 | |
| 2 | 2473 | |
| 3 | 5197 | |
| 4 | 107 | 0.8% |
| 5 | 1076 | 8.5% |
| Value | Count | Frequency (%) |
| 5 | 1076 | 8.5% |
| 4 | 107 | 0.8% |
| 3 | 5197 | |
| 2 | 2473 | |
| 1 | 3482 | |
| 0 | 349 | 2.8% |
CoffeeHouse_venue_visit_frequency_yes_response_ordinal_integer_encoding
Real number (ℝ)
HIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2476348 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1111 |
| Zeros (%) | 8.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.457354 |
|---|---|
| Coefficient of variation (CV) | 0.64839448 |
| Kurtosis | -0.51848374 |
| Mean | 2.2476348 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.51944485 |
| Sum | 28509 |
| Variance | 2.1238807 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 3385 | |
| 2 | 3225 | |
| 3 | 2962 | |
| 5 | 1784 | |
| 0 | 1111 | 8.8% |
| 4 | 217 | 1.7% |
| Value | Count | Frequency (%) |
| 0 | 1111 | 8.8% |
| 1 | 3385 | |
| 2 | 3225 | |
| 3 | 2962 | |
| 4 | 217 | 1.7% |
| 5 | 1784 |
| Value | Count | Frequency (%) |
| 5 | 1784 | |
| 4 | 217 | 1.7% |
| 3 | 2962 | |
| 2 | 3225 | |
| 1 | 3385 | |
| 0 | 1111 | 8.8% |
CarryAway_venue_visit_frequency_yes_response_ordinal_integer_encoding
Real number (ℝ)
HIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6453012 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1594 |
| Zeros (%) | 12.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.8203907 |
|---|---|
| Coefficient of variation (CV) | 0.68816011 |
| Kurtosis | -1.3925313 |
| Mean | 2.6453012 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.22152561 |
| Sum | 33553 |
| Variance | 3.3138224 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 4672 | |
| 5 | 4258 | |
| 1 | 1856 | 14.6% |
| 0 | 1594 | 12.6% |
| 3 | 153 | 1.2% |
| 4 | 151 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 1594 | 12.6% |
| 1 | 1856 | 14.6% |
| 2 | 4672 | |
| 3 | 153 | 1.2% |
| 4 | 151 | 1.2% |
| 5 | 4258 |
| Value | Count | Frequency (%) |
| 5 | 4258 | |
| 4 | 151 | 1.2% |
| 3 | 153 | 1.2% |
| 2 | 4672 | |
| 1 | 1856 | 14.6% |
| 0 | 1594 | 12.6% |
RestaurantLessThan20_venue_visit_frequency_yes_response_ordinal_integer_encoding
Real number (ℝ)
HIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5169505 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1285 |
| Zeros (%) | 10.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 1.703463 |
|---|---|
| Coefficient of variation (CV) | 0.6767964 |
| Kurtosis | -1.1292607 |
| Mean | 2.5169505 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.42624106 |
| Sum | 31925 |
| Variance | 2.9017863 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 2 | 5376 | |
| 5 | 3580 | |
| 1 | 2093 | 16.5% |
| 0 | 1285 | 10.1% |
| 3 | 220 | 1.7% |
| 4 | 130 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 1285 | 10.1% |
| 1 | 2093 | 16.5% |
| 2 | 5376 | |
| 3 | 220 | 1.7% |
| 4 | 130 | 1.0% |
| 5 | 3580 |
| Value | Count | Frequency (%) |
| 5 | 3580 | |
| 4 | 130 | 1.0% |
| 3 | 220 | 1.7% |
| 2 | 5376 | |
| 1 | 2093 | 16.5% |
| 0 | 1285 | 10.1% |
Restaurant20To50_venue_visit_frequency_yes_response_ordinal_integer_encoding
Real number (ℝ)
HIGH CORRELATIONZEROS| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8496531 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 264 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 99.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.1333222 |
|---|---|
| Coefficient of variation (CV) | 0.61272148 |
| Kurtosis | 1.0993749 |
| Mean | 1.8496531 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.2192103 |
| Sum | 23461 |
| Variance | 1.2844192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 6077 | |
| 2 | 3290 | |
| 3 | 2136 | 16.8% |
| 5 | 728 | 5.7% |
| 0 | 264 | 2.1% |
| 4 | 189 | 1.5% |
| Value | Count | Frequency (%) |
| 0 | 264 | 2.1% |
| 1 | 6077 | |
| 2 | 3290 | |
| 3 | 2136 | 16.8% |
| 4 | 189 | 1.5% |
| 5 | 728 | 5.7% |
| Value | Count | Frequency (%) |
| 5 | 728 | 5.7% |
| 4 | 189 | 1.5% |
| 3 | 2136 | 16.8% |
| 2 | 3290 | |
| 1 | 6077 | |
| 0 | 264 | 2.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 | 349 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12335 | |
| 1 | 349 | 2.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12335 | |
| 1 | 349 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12335 | |
| 1 | 349 | 2.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12335 | |
| 1 | 349 | 2.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12335 | |
| 1 | 349 | 2.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12335 | |
| 1 | 349 | 2.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 | 1111 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11573 | |
| 1 | 1111 | 8.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11573 | |
| 1 | 1111 | 8.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11573 | |
| 1 | 1111 | 8.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11573 | |
| 1 | 1111 | 8.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11573 | |
| 1 | 1111 | 8.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11573 | |
| 1 | 1111 | 8.8% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11090 | |
| 1 | 1594 | 12.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11090 | |
| 1 | 1594 | 12.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11090 | |
| 1 | 1594 | 12.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11090 | |
| 1 | 1594 | 12.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11090 | |
| 1 | 1594 | 12.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11090 | |
| 1 | 1594 | 12.6% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 11399 | |
| 1 | 1285 | 10.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 11399 | |
| 1 | 1285 | 10.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11399 | |
| 1 | 1285 | 10.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 11399 | |
| 1 | 1285 | 10.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 11399 | |
| 1 | 1285 | 10.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 11399 | |
| 1 | 1285 | 10.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 99.2 KiB |
| 0 | |
|---|---|
| 1 | 264 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12684 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 12420 | |
| 1 | 264 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 12420 | |
| 1 | 264 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12420 | |
| 1 | 264 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12684 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12420 | |
| 1 | 264 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12684 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12420 | |
| 1 | 264 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12420 | |
| 1 | 264 | 2.1% |
Auto
The auto setting is an interpretable pairwise column metric of the following mapping:- Variable_type-Variable_type : Method, Range
- Categorical-Categorical : Cramer's V, [0,1]
- Numerical-Categorical : Cramer's V, [0,1] (using a discretized numerical column)
- Numerical-Numerical : Spearman's ρ, [-1,1]
This configuration uses the recommended metric for each pair of columns.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| destination | passenger | weather | temperature | time | coupon_venue_type | expiration | gender | age | maritalStatus | has_children | education | occupation | income | car | Bar | CoffeeHouse | CarryAway | RestaurantLessThan20 | Restaurant20To50 | toCoupon_GEQ15min | toCoupon_GEQ25min | direction_same_or_opposite | Y | expiration_category_representative_numeric_encoding | time_category_representative_numeric_encoding | age_category_representative_numeric_encoding | income_category_representative_numeric_encoding | gender_binary_encoding | expiration_binary_encoding | coupon_venue_type_ordinal_integer_encoding | education_ordinal_integer_encoding | income_ordinal_integer_encoding | age_ordinal_integer_encoding | time_ordinal_integer_encoding | temperature_ordinal_integer_encoding | Bar_venue_visit_frequency_yes_response_ordinal_integer_encoding | CoffeeHouse_venue_visit_frequency_yes_response_ordinal_integer_encoding | CarryAway_venue_visit_frequency_yes_response_ordinal_integer_encoding | RestaurantLessThan20_venue_visit_frequency_yes_response_ordinal_integer_encoding | Restaurant20To50_venue_visit_frequency_yes_response_ordinal_integer_encoding | Bar_venue_visit_frequency_no_response_indicator | CoffeeHouse_venue_visit_frequency_no_response_indicator | CarryAway_venue_visit_frequency_no_response_indicator | RestaurantLessThan20_venue_visit_frequency_no_response_indicator | Restaurant20To50_venue_visit_frequency_no_response_indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Home | Alone | Sunny | 80 | 6PM | Carry out & Take away | 2h | Male | 21-25 | Single | 0 | Bachelors degree | Student | $12500 - $24999 | no response | never | no response | no response | no response | never | 1 | 0 | 0 | 1 | 2 | 18 | 23 | 18749.5 | 1 | 0 | 3 | 5 | 2 | 2 | 4 | 3 | 1 | 0 | 0 | 0 | 1 | 0 | 1 | 1 | 1 | 0 |
| 1 | Work | Alone | Sunny | 55 | 7AM | Bar | 1d | Male | 46-49 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $87500 - $99999 | no response | never | <1 | <1 | never | <1 | 1 | 1 | 1 | 0 | 24 | 7 | 48 | 93749.5 | 1 | 1 | 2 | 6 | 8 | 7 | 1 | 2 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 |
| 2 | Home | Alone | Sunny | 30 | 6PM | Carry out & Take away | 1d | Male | 26-30 | Single | 0 | Some college - no degree | Sales & Related | $37500 - $49999 | no response | <1 | no response | >8 | <1 | never | 0 | 0 | 1 | 1 | 24 | 18 | 28 | 43749.5 | 1 | 1 | 3 | 3 | 4 | 3 | 4 | 1 | 2 | 0 | 5 | 2 | 1 | 0 | 1 | 0 | 0 | 0 |
| 3 | No Urgent Place | Alone | Sunny | 80 | 10AM | Bar | 1d | Female | 21-25 | Unmarried partner | 0 | Graduate degree (Masters or Doctorate) | Education&Training&Library | $37500 - $49999 | no response | 1-3 | <1 | <1 | <1 | never | 0 | 0 | 1 | 0 | 24 | 10 | 23 | 43749.5 | 0 | 1 | 2 | 6 | 4 | 2 | 2 | 3 | 3 | 2 | 2 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| 4 | No Urgent Place | Alone | Sunny | 80 | 2PM | Restaurant(<20) | 2h | Female | 31-35 | Single | 1 | Bachelors degree | Production Occupations | $37500 - $49999 | no response | never | never | >8 | 4-8 | never | 1 | 0 | 1 | 1 | 2 | 14 | 33 | 43749.5 | 0 | 0 | 4 | 5 | 4 | 4 | 3 | 3 | 1 | 1 | 5 | 4 | 1 | 0 | 0 | 0 | 0 | 0 |
| 5 | No Urgent Place | Friend(s) | Sunny | 80 | 10AM | Coffee House | 2h | Male | 21-25 | Single | 0 | Bachelors degree | Computer & Mathematical | $50000 - $62499 | no response | 1-3 | <1 | <1 | never | never | 0 | 0 | 1 | 1 | 2 | 10 | 23 | 56249.5 | 1 | 0 | 1 | 5 | 5 | 2 | 2 | 3 | 3 | 2 | 2 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| 6 | No Urgent Place | Partner | Rainy | 55 | 6PM | Bar | 2h | Female | 41-45 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $75000 - $87499 | no response | never | <1 | >8 | <1 | 1-3 | 1 | 0 | 1 | 1 | 2 | 18 | 43 | 81249.5 | 0 | 0 | 2 | 6 | 7 | 6 | 4 | 2 | 1 | 2 | 5 | 2 | 3 | 0 | 0 | 0 | 0 | 0 |
| 7 | No Urgent Place | Alone | Sunny | 55 | 2PM | Restaurant(<20) | 1d | Male | 21-25 | Single | 0 | Some college - no degree | Unemployed | $87500 - $99999 | no response | 1-3 | <1 | >8 | never | 1-3 | 0 | 0 | 1 | 1 | 24 | 14 | 23 | 93749.5 | 1 | 1 | 4 | 3 | 8 | 2 | 3 | 2 | 3 | 2 | 5 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| 8 | Home | Alone | Sunny | 80 | 10PM | Restaurant(<20) | 2h | Male | 50+ | Single | 0 | Some college - no degree | Student | $87500 - $99999 | no response | 1-3 | >8 | 4-8 | >8 | never | 0 | 0 | 0 | 0 | 2 | 22 | 56 | 93749.5 | 1 | 0 | 4 | 3 | 8 | 8 | 5 | 3 | 3 | 5 | 4 | 5 | 1 | 0 | 0 | 0 | 0 | 0 |
| 9 | No Urgent Place | Friend(s) | Sunny | 80 | 6PM | Restaurant(<20) | 2h | Female | 31-35 | Single | 0 | Bachelors degree | Sales & Related | $25000 - $37499 | no response | >8 | <1 | <1 | >8 | <1 | 1 | 0 | 1 | 1 | 2 | 18 | 33 | 31249.5 | 0 | 0 | 4 | 5 | 3 | 4 | 4 | 3 | 5 | 2 | 2 | 5 | 2 | 0 | 0 | 0 | 0 | 0 |
| destination | passenger | weather | temperature | time | coupon_venue_type | expiration | gender | age | maritalStatus | has_children | education | occupation | income | car | Bar | CoffeeHouse | CarryAway | RestaurantLessThan20 | Restaurant20To50 | toCoupon_GEQ15min | toCoupon_GEQ25min | direction_same_or_opposite | Y | expiration_category_representative_numeric_encoding | time_category_representative_numeric_encoding | age_category_representative_numeric_encoding | income_category_representative_numeric_encoding | gender_binary_encoding | expiration_binary_encoding | coupon_venue_type_ordinal_integer_encoding | education_ordinal_integer_encoding | income_ordinal_integer_encoding | age_ordinal_integer_encoding | time_ordinal_integer_encoding | temperature_ordinal_integer_encoding | Bar_venue_visit_frequency_yes_response_ordinal_integer_encoding | CoffeeHouse_venue_visit_frequency_yes_response_ordinal_integer_encoding | CarryAway_venue_visit_frequency_yes_response_ordinal_integer_encoding | RestaurantLessThan20_venue_visit_frequency_yes_response_ordinal_integer_encoding | Restaurant20To50_venue_visit_frequency_yes_response_ordinal_integer_encoding | Bar_venue_visit_frequency_no_response_indicator | CoffeeHouse_venue_visit_frequency_no_response_indicator | CarryAway_venue_visit_frequency_no_response_indicator | RestaurantLessThan20_venue_visit_frequency_no_response_indicator | Restaurant20To50_venue_visit_frequency_no_response_indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12674 | Home | Alone | Snowy | 30 | 10PM | Restaurant(20-50) | 2h | Female | 36-40 | Married partner | 1 | Some college - no degree | Arts Design Entertainment Sports & Media | $37500 - $49999 | no response | 1-3 | <1 | 1-3 | <1 | never | 0 | 0 | 1 | 0 | 2 | 22 | 38 | 43749.5 | 0 | 0 | 5 | 3 | 4 | 5 | 5 | 1 | 3 | 2 | 3 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| 12675 | No Urgent Place | Alone | Sunny | 55 | 2PM | Restaurant(<20) | 1d | Female | 31-35 | Unmarried partner | 1 | Associates degree | Education&Training&Library | $50000 - $62499 | no response | 1-3 | 1-3 | >8 | 4-8 | 1-3 | 0 | 0 | 1 | 1 | 24 | 14 | 33 | 56249.5 | 0 | 1 | 4 | 4 | 5 | 4 | 3 | 2 | 3 | 3 | 5 | 4 | 3 | 0 | 0 | 0 | 0 | 0 |
| 12676 | Work | Alone | Sunny | 80 | 7AM | Coffee House | 1d | Female | 21-25 | Unmarried partner | 0 | Graduate degree (Masters or Doctorate) | Computer & Mathematical | $62500 - $74999 | no response | <1 | never | <1 | >8 | <1 | 0 | 0 | 0 | 0 | 24 | 7 | 23 | 68749.5 | 0 | 1 | 1 | 6 | 6 | 2 | 1 | 3 | 2 | 1 | 2 | 5 | 2 | 0 | 0 | 0 | 0 | 0 |
| 12677 | Work | Alone | Rainy | 55 | 7AM | Restaurant(<20) | 2h | Male | 26-30 | Unmarried partner | 0 | Bachelors degree | Business & Financial | $62500 - $74999 | no response | >8 | <1 | >8 | <1 | never | 1 | 1 | 1 | 0 | 2 | 7 | 28 | 68749.5 | 1 | 0 | 4 | 5 | 6 | 3 | 1 | 2 | 5 | 2 | 5 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
| 12678 | Home | Alone | Sunny | 30 | 6PM | Carry out & Take away | 2h | Female | 36-40 | Married partner | 1 | Bachelors degree | Education&Training&Library | $12500 - $24999 | no response | never | >8 | >8 | no response | never | 1 | 0 | 0 | 1 | 2 | 18 | 38 | 18749.5 | 0 | 0 | 3 | 5 | 2 | 5 | 4 | 1 | 1 | 5 | 5 | 0 | 1 | 0 | 0 | 0 | 1 | 0 |
| 12679 | Work | Alone | Sunny | 80 | 7AM | Restaurant(20-50) | 2h | Female | 36-40 | Single | 1 | Bachelors degree | Food Preparation & Serving Related | $12500 - $24999 | no response | 1-3 | <1 | >8 | never | never | 0 | 0 | 0 | 0 | 2 | 7 | 38 | 18749.5 | 0 | 0 | 5 | 5 | 2 | 5 | 1 | 3 | 3 | 2 | 5 | 1 | 1 | 0 | 0 | 0 | 0 | 0 |
| 12680 | Home | Alone | Snowy | 30 | 10PM | Restaurant(<20) | 2h | Male | 26-30 | Single | 0 | Some college - no degree | Student | $12500 - $24999 | no response | <1 | never | >8 | never | 1-3 | 1 | 1 | 1 | 0 | 2 | 22 | 28 | 18749.5 | 1 | 0 | 4 | 3 | 2 | 3 | 5 | 1 | 2 | 1 | 5 | 1 | 3 | 0 | 0 | 0 | 0 | 0 |
| 12681 | Home | Alone | Sunny | 80 | 6PM | Restaurant(20-50) | 1d | Male | 46-49 | Single | 0 | Some college - no degree | Sales & Related | Less than $12500 | no response | <1 | <1 | >8 | >8 | >8 | 0 | 0 | 0 | 0 | 24 | 18 | 48 | 6250.0 | 1 | 1 | 5 | 3 | 1 | 7 | 4 | 3 | 2 | 2 | 5 | 5 | 5 | 0 | 0 | 0 | 0 | 0 |
| 12682 | Work | Alone | Sunny | 80 | 7AM | Carry out & Take away | 2h | Female | 21-25 | Single | 0 | Graduate degree (Masters or Doctorate) | Legal | $25000 - $37499 | no response | <1 | <1 | <1 | no response | <1 | 0 | 0 | 0 | 1 | 2 | 7 | 23 | 31249.5 | 0 | 0 | 3 | 6 | 3 | 2 | 1 | 3 | 2 | 2 | 2 | 0 | 2 | 0 | 0 | 0 | 1 | 0 |
| 12683 | No Urgent Place | Kid(s) | Sunny | 80 | 10AM | Bar | 1d | Female | 36-40 | Married partner | 1 | Bachelors degree | Retired | $50000 - $62499 | no response | 1-3 | never | >8 | <1 | never | 1 | 0 | 1 | 0 | 24 | 10 | 38 | 56249.5 | 0 | 1 | 2 | 5 | 5 | 5 | 2 | 3 | 3 | 1 | 5 | 2 | 1 | 0 | 0 | 0 | 0 | 0 |
Most frequently occurring
| destination | passenger | weather | temperature | time | coupon_venue_type | expiration | gender | age | maritalStatus | has_children | education | occupation | income | car | Bar | CoffeeHouse | CarryAway | RestaurantLessThan20 | Restaurant20To50 | toCoupon_GEQ15min | toCoupon_GEQ25min | direction_same_or_opposite | Y | expiration_category_representative_numeric_encoding | time_category_representative_numeric_encoding | age_category_representative_numeric_encoding | income_category_representative_numeric_encoding | gender_binary_encoding | expiration_binary_encoding | coupon_venue_type_ordinal_integer_encoding | education_ordinal_integer_encoding | income_ordinal_integer_encoding | age_ordinal_integer_encoding | time_ordinal_integer_encoding | temperature_ordinal_integer_encoding | Bar_venue_visit_frequency_yes_response_ordinal_integer_encoding | CoffeeHouse_venue_visit_frequency_yes_response_ordinal_integer_encoding | CarryAway_venue_visit_frequency_yes_response_ordinal_integer_encoding | RestaurantLessThan20_venue_visit_frequency_yes_response_ordinal_integer_encoding | Restaurant20To50_venue_visit_frequency_yes_response_ordinal_integer_encoding | Bar_venue_visit_frequency_no_response_indicator | CoffeeHouse_venue_visit_frequency_no_response_indicator | CarryAway_venue_visit_frequency_no_response_indicator | RestaurantLessThan20_venue_visit_frequency_no_response_indicator | Restaurant20To50_venue_visit_frequency_no_response_indicator | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Home | Alone | Snowy | 30 | 10PM | Restaurant(20-50) | 2h | Female | 31-35 | Married partner | 0 | Some college - no degree | Computer & Mathematical | $100000 or More | no response | never | never | no response | >8 | never | 0 | 0 | 1 | 0 | 2 | 22 | 33 | 150000.0 | 0 | 0 | 5 | 3 | 9 | 4 | 5 | 1 | 1 | 1 | 0 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 2 |
| 1 | Home | Alone | Snowy | 30 | 6PM | Coffee House | 1d | Male | 46-49 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $87500 - $99999 | no response | never | <1 | <1 | never | <1 | 1 | 0 | 1 | 0 | 24 | 18 | 48 | 93749.5 | 1 | 1 | 1 | 6 | 8 | 7 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 |
| 2 | Home | Alone | Sunny | 30 | 6PM | Carry out & Take away | 2h | Male | 46-49 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $87500 - $99999 | no response | never | <1 | <1 | never | <1 | 1 | 0 | 0 | 1 | 2 | 18 | 48 | 93749.5 | 1 | 0 | 3 | 6 | 8 | 7 | 4 | 1 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 |
| 3 | Home | Alone | Sunny | 80 | 6PM | Bar | 2h | Female | 31-35 | Married partner | 0 | Some college - no degree | Computer & Mathematical | $100000 or More | no response | never | never | no response | >8 | never | 0 | 0 | 0 | 0 | 2 | 18 | 33 | 150000.0 | 0 | 0 | 2 | 3 | 9 | 4 | 4 | 3 | 1 | 1 | 0 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 2 |
| 4 | Home | Alone | Sunny | 80 | 6PM | Bar | 2h | Male | 46-49 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $87500 - $99999 | no response | never | <1 | <1 | never | <1 | 0 | 0 | 0 | 1 | 2 | 18 | 48 | 93749.5 | 1 | 0 | 2 | 6 | 8 | 7 | 4 | 3 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 |
| 5 | Home | Partner | Sunny | 30 | 10PM | Carry out & Take away | 2h | Male | 46-49 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $87500 - $99999 | no response | never | <1 | <1 | never | <1 | 1 | 0 | 1 | 1 | 2 | 22 | 48 | 93749.5 | 1 | 0 | 3 | 6 | 8 | 7 | 5 | 1 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 |
| 6 | Home | Partner | Sunny | 80 | 6PM | Coffee House | 1d | Female | 31-35 | Married partner | 0 | Some college - no degree | Computer & Mathematical | $100000 or More | no response | never | never | no response | >8 | never | 0 | 0 | 0 | 1 | 24 | 18 | 33 | 150000.0 | 0 | 1 | 1 | 3 | 9 | 4 | 4 | 3 | 1 | 1 | 0 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 2 |
| 7 | No Urgent Place | Alone | Sunny | 55 | 6PM | Coffee House | 2h | Male | 46-49 | Married partner | 1 | Graduate degree (Masters or Doctorate) | Management | $87500 - $99999 | no response | never | <1 | <1 | never | <1 | 0 | 0 | 1 | 1 | 2 | 18 | 48 | 93749.5 | 1 | 0 | 1 | 6 | 8 | 7 | 4 | 2 | 1 | 2 | 2 | 1 | 2 | 0 | 0 | 0 | 0 | 0 | 2 |
| 8 | No Urgent Place | Alone | Sunny | 80 | 10AM | Coffee House | 1d | Female | 31-35 | Married partner | 0 | Some college - no degree | Computer & Mathematical | $100000 or More | no response | never | never | no response | >8 | never | 1 | 0 | 1 | 1 | 24 | 10 | 33 | 150000.0 | 0 | 1 | 1 | 3 | 9 | 4 | 2 | 3 | 1 | 1 | 0 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 2 |
| 9 | No Urgent Place | Friend(s) | Rainy | 55 | 10PM | Bar | 2h | Female | 31-35 | Married partner | 0 | Some college - no degree | Computer & Mathematical | $100000 or More | no response | never | never | no response | >8 | never | 1 | 0 | 1 | 0 | 2 | 22 | 33 | 150000.0 | 0 | 0 | 2 | 3 | 9 | 4 | 5 | 2 | 1 | 1 | 0 | 5 | 1 | 0 | 0 | 1 | 0 | 0 | 2 |